STM1001 Topic 6: t-tests for two-sample hypothesis testing
Having learnt in the previous topic about Hypothesis Testing via the one-sample \(t\)-test, this week we will extend our knowledge to two more types of \(t\)-tests: the two-sample \(t\)-test for independent samples, and the two-sample \(t\)-test for dependent (paired) samples. Throughout this topic, we will refer to these tests as the independent samples \(t\)-test and the paired \(t\)-test respectively.
In this topic, we will learn what each of these tests are via examples, as well as the following important steps:
- Visualising the data
- Checking the assumptions
- Carrying out the test
Finally, in addition to learning how to determine whether or not differences in means are statistically significant, we will learn how to determine the relative size of any differences, by learning about effect sizes.